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Published December 27, 2024 | Version v1
Dataset Open

Growth dynamics of bottlenose dolphins (Tursiops truncatus) at the southern extreme of their range

Description

Version release associated with GitHub repository: https://github.com/leahcrowe-otago/FBD_measurements/tree/main

Workflow:

  1. Identify when in video dolphin surfaces, ID that dolphin
  2. Screen grab the best image of the dolphin above that shows rostrum to tail at/near the surface
  • used VLC player to go frame by frame
  1. Add screen grab filename to the time and ID from #1
  2. Run "./scripts/Altitudes for snapshots" for each day of droning
  • this adds a check to make sure GPS of the LiDAR and the metadata from the drone match up
  • finds altitude for each snapshot
  • matches up to IDs and outputs file to enter measurements
  • identifies if altimeter reading meets criteria per Dickson et al. 2020 ("issues" column)
  1. Populate the "altperimage_*" file with measurements (.csvs from Whalelength are later merged in "./scripts/whalength_file_merge.R")
  • filter by issue == "N"
  • hide columns C, G, H, and J to AC
  • Run each resulting image through Whalength
    • I1P Video stills, -1.5 cm offset
  1. Run "measurements_demo.Rmd" to wrangle data, incorporate life history info ("demo"graphy data), and create some supplementary figures
  • calls "whalength_file_merge.R"
    • merges all Whalelength outputs
    • creates Fig. S4, calibration measurements
  • Supplementary Figures S5
  • data output: see data repo for metadata details
    • individual i measurement data at each capture occasion j for model
    • individual life history data
  1. Model run in the "./scripts/stan/runstan_allo_mv_t0.R" file: 'run' the 'stan' code of 'allo'metric measurement data in a 'm'ulti'v'ariate model with fixed age at length zero (t0)
  • data formatting for model
  • calls the Stan model
    • main model: "./scripts/stan/vb_mod_all0_t0.stan"
    • for the supplementary sex/pod effect model: "./scripts/stan/sex_pod_effects.R" runs the model specified in "./scripts/stan/vb_mod_all0_t0_sexpod.stan"
  • initial values for von Bertalanffy model (init_vb)
  • fit the model (fit_vb)
  • save results
  1. "./scripts/Results.R"
  • read data
  • summarise results
  • create table S2
  • create Figs. 2–4, S6, S7
  1. "Supplementary.qmd" creates the suppmat file
  • creates supplementary tables
  • Section 1.3 created from './scripts/Results_age_adjusted.R'
  • Fig. S1 map created by calling "./scripts/ms_map.R"
  1. Data: "./data/Measurements/Data for review"
  • Metadata-description.pdf: describes the data in the following files:
    • ij_1.csv
    • ij_2.csv
    • ij_3.csv
    • ij_ID.csv

Files

FBD_measurements-main.zip

Files (1.9 MB)

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Additional details

Dates

Submitted
2024-12